Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "17"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 17 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 247 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 229 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break

---------------------------------------------------------------------------
KeyError                                  Traceback (most recent call last)
~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3360             try:
-> 3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

KeyError: 'Ant'

The above exception was the direct cause of the following exception:

KeyError                                  Traceback (most recent call last)
/tmp/ipykernel_29869/3863632283.py in <module>
      8         # Add this day to the antenna
      9         row = df.loc[n]
---> 10         antnum = row['Ant']
     11         if antnum != int(antenna):
     12             continue

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in __getitem__(self, key)
    940 
    941         elif key_is_scalar:
--> 942             return self._get_value(key)
    943 
    944         if is_hashable(key):

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in _get_value(self, label, takeable)
   1049 
   1050         # Similar to Index.get_value, but we do not fall back to positional
-> 1051         loc = self.index.get_loc(label)
   1052         return self.index._get_values_for_loc(self, loc, label)
   1053 

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:
-> 3363                 raise KeyError(key) from err
   3364 
   3365         if is_scalar(key) and isna(key) and not self.hasnans:

KeyError: 'Ant'
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 17, Node 1:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459594 digital_ok 0.00% 0.00% 0.00% 0.00% 1.08% 0.00% 0.800096 -0.109675 -0.267532 0.417195 -1.112345 -0.673282 0.265094 0.473339 0.7315 0.7234 0.2359 3.447220 3.319505
2459593 digital_ok 0.00% 0.00% 0.00% 0.00% 2.15% 2.15% 0.303978 0.421876 -0.272386 0.521917 -0.302168 -0.147533 0.897075 0.150595 0.6582 0.6443 0.2025 2.651242 2.459864
2459592 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.240991 -0.755102 -0.051394 -0.557854 0.889589 -0.613025 1.928056 -0.002213 0.0289 0.0295 0.0004 nan nan
2459591 digital_ok 0.00% 0.00% 0.00% 0.00% 1.62% 14.59% 0.873659 0.613138 -0.108965 0.001047 0.773172 -0.320043 0.991096 -0.424698 0.5360 0.5499 0.2999 2.100561 2.003716
2459590 digital_ok 0.00% 0.00% 0.00% 0.00% 1.62% 0.00% 0.651164 0.693991 -0.446972 0.173212 0.401606 -0.346024 0.773260 -0.273668 0.5406 0.5496 0.2957 2.022741 1.854888
2459589 digital_ok 0.00% 0.00% 0.00% 0.00% 2.69% 0.00% 0.150221 0.399166 -0.633404 -0.036107 0.798414 -0.035481 0.446167 0.050838 0.6196 0.6078 0.2312 1.950422 1.880690
2459588 digital_ok 0.00% 0.00% 0.00% 0.00% 2.69% 0.00% 0.574826 0.725330 -0.363050 0.009421 -0.290193 0.729190 0.858088 0.768532 0.7264 0.6976 0.1928 3.900116 3.218194
2459587 digital_ok 0.00% - - - 3.50% 0.70% 0.677162 0.834220 0.836212 0.501041 -0.492927 -0.873167 0.235998 -0.199763 nan nan nan 1.183774 1.173466
2459586 digital_ok 0.00% 0.00% 0.00% 0.00% 2.16% 3.24% -0.424341 -0.725196 -0.491353 -0.834017 -0.279557 -0.166590 0.935710 -0.057913 0.5440 0.5567 0.2874 1.979612 1.837169
2459585 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.299097 -1.053766 0.558304 -0.971645 1.829030 -0.686374 2.209018 0.511458 0.0303 0.0311 0.0005 0.000000 0.000000
2459584 digital_ok 100.00% 28.21% 25.81% 0.00% 100.00% 0.00% 1.051952 1.119942 -0.702568 -0.823290 1.521110 0.365305 8.353336 6.914101 0.4821 0.4927 0.2920 10.429561 8.043527
2459583 digital_ok 0.00% 0.00% 0.00% 0.00% 5.91% 0.00% -0.046409 0.318033 0.202489 0.076335 -0.778587 -0.518318 1.342558 0.081090 0.5284 0.5362 0.3116 1.644547 1.618059
2459582 digital_ok 0.00% 1.62% 2.70% 0.00% 8.65% 0.00% 0.118787 -0.002894 -0.018478 0.159948 -0.376814 -0.006147 1.086648 0.077825 0.5231 0.5326 0.3187 1.799986 1.675673
2459581 digital_ok 0.00% 0.00% 1.08% 0.00% 4.32% 0.54% 0.254285 0.484287 0.167034 -0.323195 -0.706630 -0.455614 -0.001004 -0.106649 0.5349 0.5430 0.3180 1.843374 1.716514
2459580 digital_ok 0.00% 0.00% 0.00% 0.00% 3.76% 0.00% 0.212828 0.105222 -0.270352 -0.184540 -0.387687 -0.614065 3.073361 0.548777 0.5455 0.5579 0.3116 2.021688 1.811085
2459579 digital_ok 0.00% 0.00% 0.00% 0.00% 3.76% 0.00% -0.004664 0.205605 0.057954 0.363477 -0.584635 -0.401218 2.269667 1.462717 0.5428 0.5556 0.3140 1.876949 1.746815
2459578 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.635816 0.029142 -0.548690 -0.699997 2.999760 1.546354 1.242732 0.160285 0.0309 0.0312 0.0007 nan nan
2459577 digital_ok 0.00% 0.00% 0.00% 0.00% 3.78% 0.54% 0.571290 0.712497 -0.049098 -0.228895 0.462150 -0.015211 1.285798 0.547202 0.5467 0.5591 0.3100 1.928636 1.798660
2459576 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459575 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.384373 0.790823 -0.082879 -0.009056 0.042017 -0.515789 0.086600 0.195153 0.0552 0.0535 0.0048 0.000000 0.000000
2459574 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.406705 0.771065 -0.075263 0.012761 -0.107448 -0.274561 1.723693 0.915303 0.0758 0.0792 0.0113 1.167684 1.165229
2459573 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.315563 0.372681 0.291019 0.019669 0.109140 -0.636658 2.767169 2.011800 0.0767 0.0798 0.0148 0.000000 0.000000
2459572 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.050826 0.169626 0.048121 0.074826 -0.510573 -0.277376 0.176571 0.057188 0.0567 0.0533 0.0045 1.106267 1.107858
2459571 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.357070 0.042512 -0.780198 -0.753349 0.091347 0.144971 1.091525 0.040984 0.0295 0.0305 0.0008 nan nan
2459570 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.669609 -1.174368 -0.715806 -1.508877 -0.461536 -1.052548 0.942409 0.027856 0.0572 0.0541 0.0070 0.000000 0.000000
2459569 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.476518 0.263440 0.135368 -0.000509 -0.315543 -0.261160 0.345857 -0.003594 0.0773 0.0768 0.0066 1.188246 1.189184
2459566 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.364323 0.320351 0.332800 0.086129 -0.299355 -0.276866 2.986648 1.873171 0.0737 0.0789 0.0135 0.821016 0.817974
2459565 digital_ok 0.00% - - - 73.33% 0.00% 0.070714 0.070714 0.026519 0.026519 0.526814 0.526814 0.051858 0.051858 nan nan nan 0.000000 0.000000
2459564 digital_ok 0.00% 0.00% 0.00% 0.00% 5.20% 0.00% -0.517351 0.547691 0.315080 0.273043 0.228382 -0.039013 1.667460 1.579588 0.7035 0.7077 0.3902 1.898102 1.690940
2459563 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459562 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459561 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459560 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459559 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 0.00% -0.467249 0.268587 0.255313 -0.017453 0.754314 0.455556 0.422233 0.005114 0.6974 0.7060 0.3808 1.784081 1.578151
2459558 digital_ok 0.00% 0.00% 0.00% 0.00% 13.98% 0.00% -0.257812 0.250201 -0.141861 -0.066929 0.280599 -0.079736 1.466462 0.850604 0.6995 0.7027 0.3874 1.644192 1.538312
2459557 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0295 0.0310 0.0005 nan nan
2459556 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% -0.322446 0.357859 0.108227 0.168848 0.120600 -0.700522 0.257158 0.374887 0.7019 0.7069 0.3848 1.651716 1.603605
2459554 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6936 0.6958 0.4076 nan nan
2459553 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7015 0.7040 0.3934 nan nan
2459552 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.221994 4.189992 -0.020135 -0.256521 5.318389 13.619786 -0.163786 -0.218816 0.7039 0.7013 0.3857 0.000000 0.000000
2459551 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 0.00% 0.218232 0.122853 0.196505 -0.066972 0.310600 0.337315 1.039133 1.241210 0.6934 0.7013 0.3849 1.882656 1.642792
2459550 digital_ok - 99.18% 99.18% 0.00% - - nan nan nan nan nan nan nan nan 0.0310 0.0305 0.0003 nan nan
2459549 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% 1.409113 0.192999 0.008345 -0.493757 -0.494886 -0.713984 0.980218 1.309965 0.6933 0.7013 0.3964 1.953424 1.719195
2459542 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.791527 0.558994 1.223028 -0.285790 -0.634988 -0.670209 0.710388 0.033869 0.7421 0.7504 0.3476 3.847561 3.400409
2459541 digital_ok 100.00% 1.34% 1.34% 0.00% 100.00% 0.00% 5.780286 0.863172 -0.409045 -0.614021 -0.251497 0.815907 -0.006085 -0.078816 0.7386 0.7411 0.3201 5.791330 5.078246
2459540 digital_ok 0.00% 0.00% 0.00% 0.00% 22.32% 0.00% -0.433160 0.635075 0.197468 0.015853 0.160376 -0.556205 0.548954 0.321109 0.7476 0.7357 0.3545 1.495633 1.426810
2459536 digital_ok 0.00% 0.00% 0.00% 0.00% 5.93% 0.00% 0.024956 0.661619 0.507385 -0.714768 0.700311 0.456929 -0.425834 -1.180154 0.7307 0.7342 0.4134 2.046609 1.773187
2459535 digital_ok 0.00% 0.00% 0.00% 0.00% 21.43% 0.00% -0.358278 0.237408 0.401237 0.015518 -0.209668 -0.528354 1.587530 0.817868 0.7766 0.7566 0.3642 1.872809 1.630589
2459534 digital_ok 0.00% 0.00% 0.00% 0.00% 21.43% 0.00% -0.439355 0.185406 0.488021 -0.035829 0.089040 -0.816682 2.563835 1.229115 0.7713 0.7575 0.3533 1.785189 1.634198
2459533 digital_ok 0.00% 0.00% 0.00% 0.00% 4.89% 3.26% 0.068436 0.682455 0.116710 -0.571523 1.051413 -0.625710 2.780759 0.996423 0.7166 0.7147 0.4020 1.886377 1.617776
2459532 digital_ok 0.00% 0.00% 0.00% 0.00% 5.00% 1.67% -0.238558 0.621998 0.364532 -0.065755 0.539116 -0.970650 1.187403 0.047473 0.7174 0.7117 0.4039 1.934825 1.672022
2459530 digital_ok 0.00% 0.00% 0.00% 0.00% 4.73% 0.00% -0.461395 0.448056 0.262666 0.012336 0.691970 0.450436 0.965221 0.666445 0.7375 0.7300 0.3984 1.902674 1.718662
2459527 digital_ok 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 digital_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.114615 0.052856 0.737493 -0.304817 0.868768 -0.066869 1.230329 0.231343 0.8945 0.9258 0.3290 0.000000 0.000000
2459523 digital_ok 0.00% - - - 22.45% 2.04% 0.210146 0.991247 0.528402 -0.482698 -0.065192 -0.649870 1.738096 0.935954 nan nan nan 2.800819 2.117070
2459522 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.225819 1.538368 -0.063772 -0.213349 -0.322085 4.193943 3.366201 3.022861 0.6806 0.6331 0.3781 5.833470 6.469766
2459513 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.254281 0.142931 -0.522666 -0.723976 0.809347 1.482388 -0.379956 -0.099489 0.0310 0.0350 0.0006 nan nan
2459508 digital_ok 0.00% 0.00% 0.00% 0.00% 81.58% 0.00% -0.631367 -0.359431 0.509666 -0.217544 -0.178556 -0.472475 0.670200 -0.423592 0.8993 0.9259 0.2099 0.000000 0.000000
2459505 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.363106 0.447693 -0.260551 0.032342 0.989613 0.028622 0.925434 0.384637 0.8892 0.8537 0.1987 5.476119 3.823374
2459503 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.063599 -0.108376 0.144201 -0.332564 -0.358505 -0.017830 5.897933 1.975658 0.8454 0.8354 0.4892 0.000000 0.000000
2459501 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.356223 0.360763 -0.806964 -0.760178 1.545142 -0.789065 15.677505 4.405592 0.1093 0.0956 0.0118 0.000000 0.000000
2459500 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.190633 -0.088834 0.047460 -0.861066 0.252826 -0.913241 1.045847 0.097187 0.0956 0.0996 0.0100 0.000000 0.000000
2459499 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.136621 -0.055086 0.558005 -0.522803 0.617845 -0.790797 3.100664 0.903593 0.0764 0.1070 0.0059 0.000000 0.000000
2459498 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 6.450208 0.175750 1.625179 -0.794814 7.166414 -0.769544 36.925502 2.633739 0.0583 0.0889 0.0099 0.000000 0.000000
2459497 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.689838 0.358742 -0.080815 -0.804604 -0.691004 -0.973824 7.665448 2.958385 0.0952 0.0898 0.0122 0.000000 0.000000
2459496 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.962984 0.320284 0.715228 -0.440918 0.083722 -1.021859 7.178628 1.916696 0.1116 0.1142 0.0156 0.000000 0.000000
2459495 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.202888 0.188195 0.671364 -0.522759 0.045094 -0.868899 7.846367 3.638013 0.0997 0.0966 0.0131 0.000000 0.000000
2459494 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.413903 0.151708 0.794461 -0.427229 0.349302 -0.961015 12.928318 5.333709 0.1045 0.1074 0.0143 0.000000 0.000000
2459492 digital_ok 0.00% 0.00% 0.00% 0.00% 50.00% 0.00% 0.486633 1.697221 -1.343002 -1.458597 -0.059178 -0.160993 1.721006 3.197599 0.7521 0.7992 0.3400 0.400981 0.330588
2459491 digital_ok 0.00% 0.00% 0.00% 0.00% 50.00% 0.00% 0.584939 1.056650 -1.306406 -1.387168 0.084777 -0.439669 -0.382643 -0.538896 0.7972 0.8162 0.2632 0.998837 0.863418
2459490 digital_ok 0.00% 0.00% 0.00% 0.00% 47.37% 0.00% 0.244415 1.512015 -1.892379 -1.823899 0.248056 -0.311878 -0.785117 -0.293066 0.7402 0.7943 0.3752 2.123531 1.955276
2459489 digital_ok 0.00% 0.00% 0.00% 0.00% 47.37% 0.00% 0.535450 1.595246 -1.448303 -1.540173 0.054387 -0.118773 -0.411304 -0.387537 0.7640 0.8043 0.3108 2.116398 1.819935
2459488 digital_ok 0.00% 0.00% 0.00% 0.00% 85.71% 0.00% 0.644619 1.510703 -0.817191 -1.136898 -0.090609 0.041255 -0.220509 -0.536907 0.7648 0.8063 0.3568 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 17: 2459792

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 7.179148 -0.295779 0.721568 0.045962 -0.299231 -0.509700 -0.138099 7.179148 7.090902

Antenna 17: 2459791

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 2.798867 0.221093 0.903156 -0.124929 0.322025 0.943505 0.713474 2.798867 0.977889

Antenna 17: 2459790

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Shape 2.100930 2.100930 0.981314 -0.023039 0.177691 0.186530 -0.270226 0.539853 0.734771

Antenna 17: 2459789

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 17: 2459788

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Temporal Discontinuties 3.701650 0.820588 0.211913 0.090000 -0.737092 -0.246017 -0.030550 3.701650 2.579394

Antenna 17: 2459787

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 7.894292 0.023847 0.530197 -0.735551 0.387626 0.594592 0.775005 7.894292 5.321631

Antenna 17: 2459786

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Temporal Discontinuties 21.268368 1.089328 1.067027 0.327787 0.454714 0.041971 0.409414 21.268368 16.045875

Antenna 17: 2459785

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Temporal Discontinuties 3.017113 0.246464 -0.211350 1.329807 0.778110 0.013412 -0.669553 3.017113 3.001336

Antenna 17: 2459784

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Power 1.058247 -0.202095 0.241860 0.077461 1.058247 -0.529154 -0.596032 0.977901 -0.581759

Antenna 17: 2459783

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Variability 0.438529 -0.031830 -0.109285 -1.488422 -0.663350 -0.274301 0.438529 -0.498565 0.233676

Antenna 17: 2459782

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Variability 0.012766 -0.033904 -0.229407 -0.859184 -0.957734 -0.631909 0.012766 -0.655437 -0.321755

Antenna 17: 2459781

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Variability 0.353848 -0.447418 -0.427785 -0.134444 -0.512471 0.353848 0.014261 -0.099862 -0.248836

Antenna 17: 2459778

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 0.139116 -0.093738 -0.863192 -1.101726 -0.613271 -0.712208 -0.147988 -0.453739 0.139116

Antenna 17: 2459776

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 5.666398 -0.319105 0.630790 -0.535215 -0.852777 0.664161 0.202153 5.666398 5.169819

Antenna 17: 2459773

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 2.059873 1.669255 -0.262271 0.393362 0.088749 0.709306 0.988115 1.118976 2.059873

Antenna 17: 2459772

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Shape 0.685639 -0.261713 0.685639 -0.259466 0.441808 -0.190949 0.109577 -0.084284 0.121891

Antenna 17: 2459771

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Shape 0.508029 0.508029 -0.313300 0.480353 -0.101151 0.314004 0.004926 0.003223 -0.129187

Antenna 17: 2459770

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 0.621922 -0.065082 -0.670838 0.320145 0.259100 0.586209 0.536197 0.330113 0.621922

Antenna 17: 2459769

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Temporal Discontinuties 1.872032 -0.036508 -0.462243 -0.214279 -0.426843 0.823053 0.273726 1.872032 1.525066

Antenna 17: 2459768

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 1.864773 -0.639347 0.246778 -0.523417 0.052750 0.161451 0.795702 1.864773 0.473703

Antenna 17: 2459767

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Shape 2.366119 -0.684581 2.366119 -0.095454 0.591283 0.431412 0.776123 0.678620 1.766607

Antenna 17: 2459766

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 17: 2459765

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Temporal Discontinuties 1.616115 -0.433307 -0.759687 -0.041274 0.050920 -0.160133 0.320923 1.616115 1.209391

Antenna 17: 2459763

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Variability 0.751266 -0.343635 -0.275826 0.394681 0.199715 0.751266 -0.368474 0.121837 -0.617183

Antenna 17: 2459761

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Variability 0.510284 -0.334723 -0.867349 0.097395 0.128375 0.106708 0.510284 -0.096354 0.125035

Antenna 17: 2459760

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Temporal Discontinuties 2.073125 -0.772392 -0.074963 -0.581014 -0.238440 0.290637 0.549778 1.408298 2.073125

Antenna 17: 2459759

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Temporal Discontinuties 1.722726 -0.607464 -0.477405 -0.347706 0.018256 -0.195948 0.378817 0.894458 1.722726

Antenna 17: 2459758

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 1.997848 -0.987627 -0.395939 -0.270462 0.335720 0.013242 -0.013242 1.997848 1.692339

Antenna 17: 2459757

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Temporal Discontinuties 0.776024 -0.094254 -0.820082 -0.020400 -0.295837 -0.124368 -0.166978 0.776024 0.359077

Antenna 17: 2459755

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 11.112499 1.114874 8.457139 0.237851 1.040324 2.689046 2.064381 11.112499 3.475365

Antenna 17: 2459754

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Temporal Discontinuties 8.500155 0.739851 6.615019 -0.036581 1.038193 0.672914 0.619358 3.042482 8.500155

Antenna 17: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Shape 10.104135 10.104135 1.448923 1.323860 0.133255 0.658115 -0.387524 0.587545 0.626429

Antenna 17: 2459752

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Shape 6.480269 1.086848 6.480269 0.716909 1.346790 0.842620 -0.224062 4.337218 2.651572

Antenna 17: 2459750

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Temporal Discontinuties 2.196850 -0.842779 0.020521 -0.285435 -0.077543 -0.209804 0.270770 2.062272 2.196850

Antenna 17: 2459749

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Temporal Discontinuties 5.301726 -0.531258 -0.365828 0.220516 0.305788 -0.585864 -0.654055 1.714263 5.301726

Antenna 17: 2459748

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Variability 1.823080 -0.778985 -0.423644 0.095583 0.293038 1.823080 0.159614 0.871631 1.431943

Antenna 17: 2459747

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Temporal Discontinuties 130.011338 -0.130444 -0.074142 1.206173 1.215747 24.384005 25.126364 124.137298 130.011338

Antenna 17: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 Not Found nn Shape nan nan nan inf inf nan nan nan nan

Antenna 17: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 17: 2459744

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 17: 2459743

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 17: 2459742

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 17: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 17: 2459740

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Temporal Discontinuties 144.881437 0.278432 0.251019 2.217124 2.047271 18.250869 17.431774 137.333595 144.881437

Antenna 17: 2459738

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Variability 2.803399 -0.161784 0.602533 -0.155026 0.166832 2.803399 1.959678 1.531933 2.120871

Antenna 17: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Temporal Discontinuties 0.624201 -0.445278 -0.934543 -0.075503 -0.485960 0.007976 -0.311167 0.624201 0.352770

Antenna 17: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Temporal Discontinuties 36.978993 1.149845 0.966223 2.988619 2.936995 12.195305 12.953080 36.978993 35.565463

Antenna 17: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Temporal Discontinuties 23.941423 1.325823 1.026580 3.517362 3.341644 3.712596 4.652064 23.941423 23.519931

Antenna 17: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Temporal Discontinuties 20.120453 1.729628 1.685902 3.881413 4.061811 3.975492 5.105642 20.120453 19.525196

Antenna 17: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Temporal Discontinuties 2.413084 0.147145 -0.455004 0.224548 -0.604965 0.365838 0.237601 2.413084 2.076619

Antenna 17: 2459730

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Temporal Discontinuties 11.224963 1.163465 1.404629 3.639541 3.776790 5.778313 4.723990 11.152668 11.224963

Antenna 17: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Temporal Discontinuties 7.266514 1.132527 0.692082 3.364187 3.017202 3.052291 3.101900 7.266514 6.967578

Antenna 17: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Variability 6.179035 0.966910 0.648398 2.813815 2.583878 3.818195 6.179035 4.689274 4.541496

Antenna 17: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Variability 6.317859 1.713289 1.679566 3.340723 3.253010 4.279115 6.317859 3.977000 4.022201

Antenna 17: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Variability 3.277760 1.139817 0.842162 2.899102 2.891728 1.362194 3.277760 1.748176 1.761551

Antenna 17: 2459722

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Temporal Discontinuties 2.434050 -1.278100 -0.152411 -0.272566 -0.128025 0.038019 -0.068031 1.781236 2.434050

Antenna 17: 2459720

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Power 3.237244 0.762656 1.025556 3.121589 3.237244 2.260982 1.983458 2.188448 2.255393

Antenna 17: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Variability 4.363868 1.274598 1.046928 2.719705 2.666725 3.348866 4.363868 3.825322 4.312212

Antenna 17: 2459718

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Temporal Variability 7.615443 1.670097 1.863443 3.199518 3.231229 0.725883 7.615443 2.581948 3.110406

Antenna 17: 2459717

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Variability 3.654401 1.672391 1.762358 2.298672 2.384444 3.654401 2.976287 2.474408 2.570369

Antenna 17: 2459716

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Temporal Discontinuties 5.904468 1.312345 1.534218 2.553272 2.709353 4.138755 4.955255 5.483799 5.904468

Antenna 17: 2459715

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 0.569030 -0.644054 -0.368186 -0.665677 0.044353 -0.326256 -0.161870 0.569030 0.201577

Antenna 17: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Temporal Discontinuties 6.901964 2.286917 2.020501 3.188991 2.911565 1.455502 4.182750 6.901964 6.439854

Antenna 17: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Variability 0.157876 -0.003134 -0.531628 0.078277 0.020995 0.089562 0.157876 -0.321697 0.077915

Antenna 17: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Variability 2.221551 1.001221 0.673311 1.479050 1.230415 1.818402 2.221551 1.295604 1.413079

Antenna 17: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Temporal Variability 4.280353 1.229841 0.969484 2.126800 1.726462 4.280353 3.681905 3.397561 3.276409

Antenna 17: 2459708

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Temporal Discontinuties 8.360707 -0.481349 0.523614 -0.710147 0.196157 0.050749 0.557697 4.954953 8.360707

Antenna 17: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 4.381152 0.594448 0.565453 -1.642447 -1.590047 -1.440222 -1.484545 3.879504 4.381152

Antenna 17: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Temporal Discontinuties 4.793903 1.179568 0.924651 1.812532 1.414920 1.738565 3.318249 4.793903 4.664674

Antenna 17: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Temporal Discontinuties 12.642733 2.459180 2.393985 3.477216 3.081306 2.536283 4.269534 12.642733 11.560389

Antenna 17: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Variability 15.816393 2.120879 2.208373 4.793746 4.316478 11.147390 15.816393 4.789030 3.818925

Antenna 17: 2459702

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Temporal Discontinuties 1.599737 -1.203362 -0.416201 -0.660509 0.054788 0.673580 1.067073 1.339475 1.599737

Antenna 17: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Temporal Discontinuties 1.384406 -0.111882 -0.545797 0.244111 -0.073600 1.213662 1.124137 1.384406 1.072800

Antenna 17: 2459697

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 5765.273928 1602.453849 1602.453849 1481.672567 1481.672567 1212.596343 1212.596343 5765.273928 5765.273928

Antenna 17: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Temporal Discontinuties 355.703699 95.601442 95.601442 85.275704 85.275704 89.275155 89.275155 355.703699 355.703699

Antenna 17: 2459695

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 262.814051 76.903060 76.903060 74.844685 74.844685 79.048712 79.048712 262.814051 262.814051

Antenna 17: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Temporal Discontinuties 0.128618 -0.252706 -1.048237 -0.423268 -0.892943 -0.011420 -0.320634 0.128618 0.082608

Antenna 17: 2459693

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 1 digital_ok ee Temporal Variability 1.249847 -0.999747 -0.677944 -0.533953 0.534230 1.249847 0.438072 -0.904667 0.438633

Antenna 17: 2459692

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 1 digital_ok nn Shape 2.002486 0.188467 2.002486 -0.008745 0.368065 -0.783582 0.340329 -0.463897 0.017453

Antenna 17: 2459691

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 1 digital_ok nn Temporal Discontinuties 2.925672 -0.931298 -0.140398 -0.771477 0.438956 0.056416 1.248274 1.075457 2.925672

Antenna 17: 2459690

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 1 digital_ok nn Temporal Discontinuties 2.041849 0.010881 0.482530 -0.166839 0.676735 -0.168470 0.635160 1.963646 2.041849

Antenna 17: 2459689

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 1 digital_ok nn Temporal Discontinuties 3.003870 0.053508 0.668469 0.575187 0.595695 1.238511 0.676159 1.602942 3.003870

Antenna 17: 2459688

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 1 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 17: 2459687

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 1 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 17: 2459686

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 1 digital_ok ee Temporal Discontinuties 3.519125 0.171673 -0.176372 0.007015 -0.098498 0.762383 -0.333460 1.822624 3.519125

Antenna 17: 2459685

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 1 digital_ok ee Temporal Discontinuties 7.537725 0.223708 -0.046916 -0.063905 -0.001978 0.794652 1.998797 2.559938 7.537725

Antenna 17: 2459684

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 1 digital_ok ee Temporal Discontinuties 2.386901 0.019565 0.425538 -0.182772 0.087505 1.111164 0.080763 2.386901 0.078016

Antenna 17: 2459676

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 1 digital_ok ee Temporal Variability 1.599684 0.656091 0.098915 0.943734 0.087489 0.448328 1.599684 0.048001 -0.183048

Antenna 17: 2459675

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 1 digital_ok nn Temporal Variability 1.452926 -0.043890 0.400815 -0.619347 0.050526 -0.215239 1.452926 -0.131951 0.004380

Antenna 17: 2459674

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 1 digital_ok ee Temporal Variability 3.523942 0.579854 0.021229 -0.090315 -0.900755 1.119242 3.523942 -0.313315 -0.242735

Antenna 17: 2459673

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 1 digital_ok nn Temporal Variability 0.824049 0.024101 0.676911 -0.414496 0.161171 -0.468618 0.824049 -0.568123 -0.119691

Antenna 17: 2459672

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 1 digital_ok ee Temporal Variability 1.301500 0.453384 -0.346963 0.411745 -0.594660 0.592064 1.301500 -0.551561 -0.082890

Antenna 17: 2459671

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 1 digital_ok ee Temporal Variability 1.067749 0.769014 -0.594052 -0.032345 -0.509852 0.514650 1.067749 0.224507 0.002334

Antenna 17: 2459670

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 1 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 17: 2459669

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 1 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 17: 2459668

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 1 digital_ok nn Shape 0.826914 -0.169125 0.826914 -0.712060 0.207932 -0.233248 0.771307 -0.524544 0.244718

Antenna 17: 2459665

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 1 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 17: 2459664

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 1 digital_ok nn Temporal Variability 3.857876 -0.840482 0.049927 -1.044934 0.188111 1.560639 3.857876 -1.027391 0.178084

Antenna 17: 2459663

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 1 digital_ok nn Temporal Discontinuties 3.050096 0.485005 0.130349 0.793085 -0.038098 1.887138 0.790628 3.050096 2.140905

Antenna 17: 2459662

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 1 digital_ok ee Temporal Variability 5.469598 -0.463061 -1.049034 -0.538266 -0.051441 5.469598 2.456760 -0.251604 0.741467